Zhiyi Hu, Dengrong Jiang, Wen Shi, Hamza A Salim, Dhairya A Lakhani, Risheng Xu, Judy Huang, Kambiz Nael, Hanzhang Lu, Vivek S Yedavalli
{"title":"同时多参数估计动静脉畸形血流动力学应用磁共振指纹识别(MRF-ASL)。","authors":"Zhiyi Hu, Dengrong Jiang, Wen Shi, Hamza A Salim, Dhairya A Lakhani, Risheng Xu, Judy Huang, Kambiz Nael, Hanzhang Lu, Vivek S Yedavalli","doi":"10.3174/ajnr.A8806","DOIUrl":null,"url":null,"abstract":"<p><strong>Background and purpose: </strong>Accurate hemodynamic characterization of cerebral AVMs is critical for treatment-planning, risk-stratification, and posttreatment monitoring but remains challenging due to their abnormal angioarchitecture. MR-fingerprinting (MRF) arterial spin-labeling (ASL) is a novel, noninvasive technique that enables simultaneous quantification of CBF, arterial CBV (aCBV), and bolus-arrival time (BAT) within a single 5-minute scan. This study evaluates the feasibility of MRF-ASL in assessing AVM hemodynamics and compares its sensitivity for AVM detection with CBF measurements obtained using single-delay pseudocontinuous ASL (pCASL).</p><p><strong>Materials and methods: </strong>Patients with DSA-confirmed AVMs were scanned on a 3T MRI system. Imaging protocols included MRF-ASL, standard single-delay pCASL, and T2-weighted MRI. MRF-ASL simultaneously-derived CBF, aCBV, and BAT, with CBF estimated using 2 kinetic models: a 1-compartment model, which reflects combined tissue and arterial contributions, and a 2-compartment model, which separates arterial signal from tissue perfusion. Regions of interest were manually drawn over the AVM nidus and contralateral nonaffected tissue. MRF-ASL parameters and pCASL-derived CBF were compared between the AVM nidus and nonaffected tissue. Additionally, linear regression analyses were conducted to examine the relationships among MRF-ASL parameters, single-delay pCASL CBF, and the Spetzler-Martin (SM) grade.</p><p><strong>Results: </strong>Six patients with AVMs with SM grades ranging from 1 to 5 were included in this study. MRF-ASL parameters revealed significantly elevated CBF<sub>1-compartment</sub> (AVM, 129.3 [SD, 21.5 mL/100 g/minute] versus nonaffected, 51.6 [SD, 23.9 mL/100 g/minute], <i>P</i> = .03), CBF<sub>2-compartment</sub> (AVM, 109.8 [SD, 24.4 mL/100 g/minute] versus nonaffected, 36.6 [SD, 18.6 mL/100 g/minute], <i>P</i> = .03), aCBV (AVM, 7.0 [SD, 4.5%] versus nonaffected, 0.6 [SD, 0.4%], <i>P</i> = .03), and shortened BAT (AVM, 784 [SD, 337 ms] versus nonaffected, 1099 [SD, 500 ms], <i>P</i> = .03) in the AVM nidus compared with contralateral nonaffected tissue in the same patient. In contrast, no significant difference was observed for pCASL CBF (AVM, 47.5 [SD, 49.2 mL/100 g/minute] versus nonaffected, 39.4 [SD, 14.0 mL/100 g/minute], <i>P</i> = .44). A significant positive correlation was identified between the SM grade and both CBF<sub>2-compartment</sub> (<i>P</i> = .006) and aCBV (<i>P</i> = .005). No association was found for CBF<sub>1-compartment</sub> (<i>P</i> = .12), BAT (<i>P</i> = .15), or pCASL CBF (<i>P</i> = .13).</p><p><strong>Conclusions: </strong>In our preliminary study, MRF-ASL has the potential to provide comprehensive and multiparametric evaluation of AVM hemodynamics, demonstrating superior sensitivity for detecting AVM abnormalities compared with single-delay pCASL. These findings show the feasibility of MRF-ASL as a potentially useful tool for noninvasive characterization and monitoring of AVMs.</p>","PeriodicalId":93863,"journal":{"name":"AJNR. American journal of neuroradiology","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Simultaneous Multiparametric Estimation of AVM Hemodynamics Using MR Fingerprinting Arterial Spin-Labeling.\",\"authors\":\"Zhiyi Hu, Dengrong Jiang, Wen Shi, Hamza A Salim, Dhairya A Lakhani, Risheng Xu, Judy Huang, Kambiz Nael, Hanzhang Lu, Vivek S Yedavalli\",\"doi\":\"10.3174/ajnr.A8806\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background and purpose: </strong>Accurate hemodynamic characterization of cerebral AVMs is critical for treatment-planning, risk-stratification, and posttreatment monitoring but remains challenging due to their abnormal angioarchitecture. MR-fingerprinting (MRF) arterial spin-labeling (ASL) is a novel, noninvasive technique that enables simultaneous quantification of CBF, arterial CBV (aCBV), and bolus-arrival time (BAT) within a single 5-minute scan. This study evaluates the feasibility of MRF-ASL in assessing AVM hemodynamics and compares its sensitivity for AVM detection with CBF measurements obtained using single-delay pseudocontinuous ASL (pCASL).</p><p><strong>Materials and methods: </strong>Patients with DSA-confirmed AVMs were scanned on a 3T MRI system. Imaging protocols included MRF-ASL, standard single-delay pCASL, and T2-weighted MRI. MRF-ASL simultaneously-derived CBF, aCBV, and BAT, with CBF estimated using 2 kinetic models: a 1-compartment model, which reflects combined tissue and arterial contributions, and a 2-compartment model, which separates arterial signal from tissue perfusion. Regions of interest were manually drawn over the AVM nidus and contralateral nonaffected tissue. MRF-ASL parameters and pCASL-derived CBF were compared between the AVM nidus and nonaffected tissue. Additionally, linear regression analyses were conducted to examine the relationships among MRF-ASL parameters, single-delay pCASL CBF, and the Spetzler-Martin (SM) grade.</p><p><strong>Results: </strong>Six patients with AVMs with SM grades ranging from 1 to 5 were included in this study. MRF-ASL parameters revealed significantly elevated CBF<sub>1-compartment</sub> (AVM, 129.3 [SD, 21.5 mL/100 g/minute] versus nonaffected, 51.6 [SD, 23.9 mL/100 g/minute], <i>P</i> = .03), CBF<sub>2-compartment</sub> (AVM, 109.8 [SD, 24.4 mL/100 g/minute] versus nonaffected, 36.6 [SD, 18.6 mL/100 g/minute], <i>P</i> = .03), aCBV (AVM, 7.0 [SD, 4.5%] versus nonaffected, 0.6 [SD, 0.4%], <i>P</i> = .03), and shortened BAT (AVM, 784 [SD, 337 ms] versus nonaffected, 1099 [SD, 500 ms], <i>P</i> = .03) in the AVM nidus compared with contralateral nonaffected tissue in the same patient. In contrast, no significant difference was observed for pCASL CBF (AVM, 47.5 [SD, 49.2 mL/100 g/minute] versus nonaffected, 39.4 [SD, 14.0 mL/100 g/minute], <i>P</i> = .44). A significant positive correlation was identified between the SM grade and both CBF<sub>2-compartment</sub> (<i>P</i> = .006) and aCBV (<i>P</i> = .005). No association was found for CBF<sub>1-compartment</sub> (<i>P</i> = .12), BAT (<i>P</i> = .15), or pCASL CBF (<i>P</i> = .13).</p><p><strong>Conclusions: </strong>In our preliminary study, MRF-ASL has the potential to provide comprehensive and multiparametric evaluation of AVM hemodynamics, demonstrating superior sensitivity for detecting AVM abnormalities compared with single-delay pCASL. These findings show the feasibility of MRF-ASL as a potentially useful tool for noninvasive characterization and monitoring of AVMs.</p>\",\"PeriodicalId\":93863,\"journal\":{\"name\":\"AJNR. 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Simultaneous Multiparametric Estimation of AVM Hemodynamics Using MR Fingerprinting Arterial Spin-Labeling.
Background and purpose: Accurate hemodynamic characterization of cerebral AVMs is critical for treatment-planning, risk-stratification, and posttreatment monitoring but remains challenging due to their abnormal angioarchitecture. MR-fingerprinting (MRF) arterial spin-labeling (ASL) is a novel, noninvasive technique that enables simultaneous quantification of CBF, arterial CBV (aCBV), and bolus-arrival time (BAT) within a single 5-minute scan. This study evaluates the feasibility of MRF-ASL in assessing AVM hemodynamics and compares its sensitivity for AVM detection with CBF measurements obtained using single-delay pseudocontinuous ASL (pCASL).
Materials and methods: Patients with DSA-confirmed AVMs were scanned on a 3T MRI system. Imaging protocols included MRF-ASL, standard single-delay pCASL, and T2-weighted MRI. MRF-ASL simultaneously-derived CBF, aCBV, and BAT, with CBF estimated using 2 kinetic models: a 1-compartment model, which reflects combined tissue and arterial contributions, and a 2-compartment model, which separates arterial signal from tissue perfusion. Regions of interest were manually drawn over the AVM nidus and contralateral nonaffected tissue. MRF-ASL parameters and pCASL-derived CBF were compared between the AVM nidus and nonaffected tissue. Additionally, linear regression analyses were conducted to examine the relationships among MRF-ASL parameters, single-delay pCASL CBF, and the Spetzler-Martin (SM) grade.
Results: Six patients with AVMs with SM grades ranging from 1 to 5 were included in this study. MRF-ASL parameters revealed significantly elevated CBF1-compartment (AVM, 129.3 [SD, 21.5 mL/100 g/minute] versus nonaffected, 51.6 [SD, 23.9 mL/100 g/minute], P = .03), CBF2-compartment (AVM, 109.8 [SD, 24.4 mL/100 g/minute] versus nonaffected, 36.6 [SD, 18.6 mL/100 g/minute], P = .03), aCBV (AVM, 7.0 [SD, 4.5%] versus nonaffected, 0.6 [SD, 0.4%], P = .03), and shortened BAT (AVM, 784 [SD, 337 ms] versus nonaffected, 1099 [SD, 500 ms], P = .03) in the AVM nidus compared with contralateral nonaffected tissue in the same patient. In contrast, no significant difference was observed for pCASL CBF (AVM, 47.5 [SD, 49.2 mL/100 g/minute] versus nonaffected, 39.4 [SD, 14.0 mL/100 g/minute], P = .44). A significant positive correlation was identified between the SM grade and both CBF2-compartment (P = .006) and aCBV (P = .005). No association was found for CBF1-compartment (P = .12), BAT (P = .15), or pCASL CBF (P = .13).
Conclusions: In our preliminary study, MRF-ASL has the potential to provide comprehensive and multiparametric evaluation of AVM hemodynamics, demonstrating superior sensitivity for detecting AVM abnormalities compared with single-delay pCASL. These findings show the feasibility of MRF-ASL as a potentially useful tool for noninvasive characterization and monitoring of AVMs.